Evidence map›Paper›PMID 42582502›Full record

ArticleQuantitative imaging in medicine and surgery2026

Predictive value of a nomogram based on multiparameter quantitative ultrasound for pregnancy outcomes in infertile women attempting natural conception.

Meifang Deng, Chunchun Jin, Jing Zhang, Shun Yang, Lvhuan Qiu, Yuyu Zhou, Shiya Wang, Yitong He, Qiuxiang Chen

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Article in Quantitative imaging in medicine and surgery, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

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9 authors.

Meifang Deng *Department of Ultrasound, The First Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen Second People's Hospital, Shenzhen, China.
Chunchun Jin *Department of Ultrasound, The First Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen Second People's Hospital, Shenzhen, China.
Jing ZhangDepartment of Ultrasound, The First Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen Second People's Hospital, Shenzhen, China.
Shun YangDepartment of Ultrasound, The First Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen Second People's Hospital, Shenzhen, China.
Lvhuan QiuDepartment of Ultrasound, The First Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen Second People's Hospital, Shenzhen, China.
Yuyu ZhouDepartment of Ultrasound, The First Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen Second People's Hospital, Shenzhen, China.
Shiya WangDepartment of Ultrasound, The First Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen Second People's Hospital, Shenzhen, China.
Yitong HeDepartment of Ultrasound, The First Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen Second People's Hospital, Shenzhen, China.
Qiuxiang ChenDepartment of Ultrasound, The First Affiliated Hospital of Shenzhen University Health Science Center, Shenzhen Second People's Hospital, Shenzhen, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Infertility affects many couples worldwide, and the accurate assessment of endometrial receptivity (ER) is critical. However, conventional ultrasound has limited predictive value. Multiparameter quantitative ultrasound is a promising tool for comprehensive evaluation, yet most studies focus on assisted reproduction populations, leaving its combined predictive value for natural conception unclear. This study aimed to explore its value for predicting pregnancy outcomes in infertile women attempting natural conception. Methods: Infertile women who presented to Shenzhen Second People's Hospital from September 2023 to December 2024 were prospectively enrolled. Patients underwent transvaginal ultrasound examination during the mid-luteal phase. Evaluated parameters included endometrial thickness and pattern, direction and frequency of endometrial peristalsis, proportion of endometrial peristalsis duration, uterine artery blood flow characteristics, endometrial and subendometrial blood flow, endometrial volume (EV) and stiffness, and junctional zone (JZ) characteristics (thickness, blood flow, and stiffness). Clinical pregnancy was followed up, dividing patients into pregnancy and non-pregnancy groups. Group comparisons used independent t-test, Mann-Whitney U test, Chi-squared test, or Fisher's exact test as appropriate. Least absolute shrinkage and selection operator (LASSO) regression selected predictors for nomogram construction. Model performance was assessed by receiver operating characteristic (ROC) curve with 500 bootstrap internal validations, calibration curve, and decision curve analysis (DCA). Results: A total of 102 infertile patients were enrolled, of which 22 comprised the pregnancy group and 80 the non-pregnancy group. The results of the study showed a statistically significant difference between both groups in terms of endometrial thickness, direction of endometrial peristalsis, proportion of endometrial peristalsis duration, number of endometrial and subendometrial vessels, endometrial and subendometrial vascular pattern, endometrial and subendometrial blood flow distribution, EV, endometrial vascularization index (VI), endometrial vascularization flow index (VFI), endometrial mean Young's modulus (Emean), JZ-VI, JZ-VFI, EV/JZ volume (EV/JZ-V), and JZ-Emean (P<0.05). LASSO regression selected six important parameters related to pregnancy outcome: proportion of endometrial peristalsis duration, direction of endometrial peristalsis, EV, endometrial Emean, JZ-Emean, and JZ-VFI. The nomogram constructed on the basis of these parameters showed good predictive efficacy, with an area under the curve (AUC) of 0.862 [95% confidence interval (CI): 0.760-0.964], a sensitivity of 0.882, a specificity of 0.758, and an accuracy of 0.783. The calibration curve showed a good agreement (Brier score 0.066, Omnibus P=0.051), and the DCA showed good clinical usefulness. Conclusions: The nomogram, based on the proportion of endometrial peristalsis duration, direction of peristalsis, EV, endometrial Emean, JZ-Emean, and JZ-VFI, demonstrates good predictive performance. By integrating a multidimensional 'structure-function-blood flow' assessment, it provides an objective tool for individualized counseling and optimizing conception timing.

Indexed as

endometrial receptivity (ER)infertilitynomogrampregnancy outcomeUltrasound

Identifiers

PMID42582502
PMCPMC13457762

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LicenceCC BY-NC-ND
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.